Hybrid Deep Learning Architecture for Nationwide Travel Behavior Prediction from Satellite Imagery
Nationwide travel behavior data are important for transportation planning, but household travel surveys are costly, infrequent, and difficult to implement consistently across diverse regions. This study develops a two-stage hybrid learning framework for estimating county-level travel behavior from satellite imagery...